A probabilistic theory of clustering

Pattern Recognition - Tập 37 - Trang 917-925 - 2004
Edward R. Dougherty1,2, Marcel Brun1
1Department of Electrical Engineering, 3128 Texas A&M University (TAMU), College Station, TX 77840, USA
2Department of Pathology, University of Texas M. D. Anderson Cancer Center, Houston, TX, USA

Tài liệu tham khảo

Ben-Dor, 1999, Clustering gene expression patterns, J. Comput. Biol., 6, 281, 10.1089/106652799318274 Eisen, 1998, Cluster analysis and display of genome-wide expression patterns, Proc. Natl. Acad. Sci. USA, 95, 14863, 10.1073/pnas.95.25.14863 Jain, 1999, Data clustering, ACM Comput. Surveys, 31, 264, 10.1145/331499.331504 Duda, 2001 Kerr, 2001, Bootstrapping cluster analysis, Proc. Natl. Acad. Sci. USA, 98, 8961, 10.1073/pnas.161273698 Dougherty, 2002, Inference from clustering with application to gene-expression microarray, J. Comput. Biol., 9, 105, 10.1089/10665270252833217 A. Kalton, P. Langley, K. Wagstaff, J. Yoo, Generalized clustering, supervised learning, and data assignment, in: Proceedings of the Seventh International Conference on Knowledge Discovery and Data Mining. ACM Press, San Francisco, 2001, pp. 299–304. Feynman, 1985 Yeung, 2001, Model-based clustering and data transformation for gene expression data, Bioinformatics, 17, 977, 10.1093/bioinformatics/17.10.977 Fraley, 2002, Model-based clustering, discriminant analysis, and density estimation, J. Amer. Stat. Assoc., 97, 611, 10.1198/016214502760047131 Devroye, 1996 Stoyan, 1987 Dougherty, 1999